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upvoted a paper 26 days ago

Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation

Paper • 2606.06428 • Published 27 days ago • 25

upvoted a collection 8 months ago

Verbalized Sampling

Collection

Dataset for the paper "Verbalized Sampling: Datasets for Mitigating Mode Collapse and Unlocking LLM Diversity" • 6 items • Updated Oct 31, 2025 • 6

upvoted a paper 8 months ago

QueST: Incentivizing LLMs to Generate Difficult Problems

Paper • 2510.17715 • Published Oct 20, 2025 • 36

upvoted 4 papers 9 months ago

Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity

Paper • 2510.01171 • Published Oct 1, 2025 • 19

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 276

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1, 2025 • 92

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26, 2025 • 70

upvoted a paper 12 months ago

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning

Paper • 2506.24119 • Published Jun 30, 2025 • 51

upvoted 4 papers about 1 year ago

WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue

Paper • 2506.01881 • Published Jun 2, 2025 • 6

Reinforcing General Reasoning without Verifiers

Paper • 2505.21493 • Published May 27, 2025 • 27

Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Paper • 2505.13438 • Published May 19, 2025 • 36

TextArena

Paper • 2504.11442 • Published Apr 15, 2025 • 30

upvoted a paper over 1 year ago

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Paper • 2501.11873 • Published Jan 21, 2025 • 68